E-commerce Product Listing Prompt: Candid Lifestyle Dress Shot

{
  "description": "Candid lifestyle image of the *same model* wearing the exact same olive short dress from the reference — identical neckline, waist seam, and fit. The outfit is styled casually with a chunky off-white knit cardigan draped naturally over the shoulders or worn open, paired with clean white sneakers. The scene is outdoors in a cozy, casual setting such as a park bench, café terrace, or shaded sidewalk area. The photo should feel spontaneous, like a real moment captured mid-day.",
  
  "appearance": "Same model identity and proportions as the reference. Hair remains natural and loose, gently tousled by outdoor air. No heavy makeup — just minimal, natural tones with visible skin texture. Expression relaxed, calm, and content.",
  
  "pose": "Natural candid moment — the model could be walking with a coffee cup, sitting casually on a park bench, or standing while adjusting her cardigan. The pose should appear effortless and unscripted, avoiding stiffness or symmetry. Capture a sense of motion or relaxed stillness.",
  
  "lighting": "Soft natural outdoor light under cloudy or shaded conditions. No direct sunlight or harsh shadows. Maintain neutral color tones with gentle highlights on skin and fabric, evoking an overcast or late-afternoon ambiance.",
  
  "environment": "Outdoor urban or park-like setting — minimal modern café, bench, or cobblestone street with greenery or buildings softly blurred in the background. The focus stays on the subject, but the environment should add lifestyle realism. Keep the color palette neutral and warm (beige, olive, soft gray tones).",
  
  "camera": "Full-body vertical shot or mid-length candid framing, slightly off-center as if taken by a friend. Eye-level angle with mild depth blur for realism. Composition should have breathing space around the model for a relaxed visual flow.",
  
  "style": "Realistic lifestyle photograph with a cozy, relatable tone. Editorial-level sharpness but emotionally warm and grounded. Subtle film-like warmth may be added to lighting balance.",
  
  "focus": "Highlight the olive dress with cardigan layering, natural pose, and lifestyle context. Emphasize realism, motion, and candid imperfection for authenticity.",
  
  "negative_prompt": [
    "different model",
    "direct sunlight",
    "studio background",
    "posed or symmetrical stance",
    "glossy lighting or cinematic tone",
    "unnatural AI smoothing",
    "missing cardigan or sneakers"
  ]
}